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Text_Mining

Source: https://data.world/datasets/text-mining

Folder: https://data.world/data-society/major-speeches-by-donald-trump

Content from site:

56 Major Speeches by Donald Trump (June 2015 - November 2016).

Missing line breaks and other formatting, but should work well for most text analysis purposes. Enjoy.

Data Society's choice to host this dataset is not meant to express any particular political affiliation or intent.

Source: https://github.com/PedramNavid/trump_speeches

Image:

Reference: https://www.tidytextmining.com/ text

1. Trump Speech

packages used: tidytext, ggplot2

2. Word Realtionships (Trump speech)

packages used: tidytext, ggplot2 Bi-gram analysis

3. Sentiment Analysis (Trump speech)

packages used: tidytext, ggplot2 Sentiment lexicons: AFINN, NRC, BING

4. TF-IDF Analysis (Trump speech)

packages used: tidytext, ggplot2 zipf's law

5. UFO Comments Data Analysis

WordCloud creation for Unigram and Bigram

6. SMS Classification

Kaggle competition as well as Class Competition

7. Model Agnostic

Understanding the reviews using LIME Model Interpretability

8. Ames Dalex

Model Agnostic using Dalex

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